[Fix] budget allocation to enable runtime/epoch as budget

[franchuterivera]

addresses #177 and #266

[codecov]

Codecov Report

Merging #271 (79ce0df) into development (76bdde7) will decrease coverage by 0.01%.
The diff coverage is 41.66%.

@@ Coverage Diff @@ ## development #271 +/- ## =============================================== - Coverage 81.66% 81.65% -0.02%  =============================================== Files 151 151 Lines 8646 8652 +6 Branches 1328 1329 +1 =============================================== + Hits 7061 7065 +4  - Misses 1108 1112 +4  + Partials 477 475 -2 

Impacted Files	Coverage Δ
autoPyTorch/api/tabular_classification.py	87.50% <ø> (ø)
autoPyTorch/api/tabular_regression.py	96.87% <ø> (ø)
autoPyTorch/evaluation/tae.py	66.96% <0.00%> (-0.62%)	⬇️
autoPyTorch/evaluation/abstract_evaluator.py	74.78% <20.00%> (-1.12%)	⬇️
autoPyTorch/api/base_task.py	84.61% <50.00%> (-0.04%)	⬇️
autoPyTorch/optimizer/smbo.py	83.19% <100.00%> (+3.36%)	⬆️
...h/pipeline/components/training/trainer/__init__.py	71.89% <100.00%> (+1.08%)	⬆️
...mponents/setup/network_head/fully_convolutional.py	94.00% <0.00%> (-4.00%)	⬇️
...essing/feature_preprocessing/PolynomialFeatures.py	96.42% <0.00%> (-3.58%)	⬇️
...essing/feature_preprocessing/RandomKitchenSinks.py	91.17% <0.00%> (-2.95%)	⬇️
... and 8 more

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[nabenabe0928]

Thanks for the PR